Demographic Variations in Performance of Biometric Algorithms


Enhancing Soft Biometric Face Template Privacy With Mutual Information-Based Image Attacks
Zohra Rezgui,
Nicola Strisciuglio,
Raymond Veldhuis
[pdf]
[bibtex]
@InProceedings{Rezgui_2024_WACV, author = {Rezgui, Zohra and Strisciuglio, Nicola and Veldhuis, Raymond}, title = {Enhancing Soft Biometric Face Template Privacy With Mutual Information-Based Image Attacks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {1141-1149} }

Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration
Ketan Kotwal,
Sébastien Marcel
[pdf]
[bibtex]
@InProceedings{Kotwal_2024_WACV, author = {Kotwal, Ketan and Marcel, S\'ebastien}, title = {Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {1150-1159} }

Facial Hair Area in Face Recognition Across Demographics: Small Size, Big Effect
Haiyu Wu,
Sicong Tian,
Aman Bhatta,
Kağan Öztürk,
Karl Ricanek,
Kevin W. Bowyer
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2024_WACV, author = {Wu, Haiyu and Tian, Sicong and Bhatta, Aman and \"Ozt\"urk, Ka\u{g}an and Ricanek, Karl and Bowyer, Kevin W.}, title = {Facial Hair Area in Face Recognition Across Demographics: Small Size, Big Effect}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {1131-1140} }

Who Wore It Best? And Who Paid Less? Effects of Privacy-Preserving Techniques Across Demographics
Xavier Merino,
Michael King
[pdf]
[bibtex]
@InProceedings{Merino_2024_WACV, author = {Merino, Xavier and King, Michael}, title = {Who Wore It Best? And Who Paid Less? Effects of Privacy-Preserving Techniques Across Demographics}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {1160-1169} }

The CHROMA-FIT Dataset: Characterizing Human Ranges of Melanin for Increased Tone-Awareness
Gabriella Pangelinan,
Xavier Merino,
Samuel Langborgh,
Kushal Vangara,
Joyce Annan,
Audison Beaubrun,
Troy Weekes,
Michael C. King
[pdf]
[bibtex]
@InProceedings{Pangelinan_2024_WACV, author = {Pangelinan, Gabriella and Merino, Xavier and Langborgh, Samuel and Vangara, Kushal and Annan, Joyce and Beaubrun, Audison and Weekes, Troy and King, Michael C.}, title = {The CHROMA-FIT Dataset: Characterizing Human Ranges of Melanin for Increased Tone-Awareness}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {1170-1178} }